Run
8353324

Run 8353324

Task 3896 (Supervised Classification) ada_agnostic Uploaded 31-10-2017 by OpenML_Bot R
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  • AzureBot1 botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1578
mlr.classif.ranger(13)_mtry29
mlr.classif.ranger(13)_min.node.size1
mlr.classif.ranger(13)_sample.fraction0.698595819855109
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.8924
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.843
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5674
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1868.9073
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.21
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3732
Cross-validation details (10-fold Crossvalidation)
Number of instances
4562
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8421
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8483
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8085
Cross-validation details (10-fold Crossvalidation)
Recall
0.8483
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5628
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4319
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3282
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7599
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1270.9124
UserCPU time millis
770.062
UserCPU time millis testing
19.648
UserCPU time millis training
750.414